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Posted to commits@submarine.apache.org by GitBox <gi...@apache.org> on 2021/08/31 11:55:11 UTC
[GitHub] [submarine] jeff-901 commented on a change in pull request #733: SUBMARINE-1000. Add submarine save model method
jeff-901 commented on a change in pull request #733:
URL: https://github.com/apache/submarine/pull/733#discussion_r699249324
##########
File path: submarine-sdk/pysubmarine/submarine/models/client.py
##########
@@ -101,6 +107,39 @@ def save_model(self,
else:
raise MlflowException("No valid type of model has been matched")
+ def save_model_submarine(self,
+ model_type,
+ model,
+ artifact_path,
+ registered_model_name=None):
+ pattern = r"[0-9A-Za-z][0-9A-Za-z-_]*[0-9A-Za-z]|[0-9A-Za-z]"
+ if not re.fullmatch(pattern, artifact_path):
+ raise Exception(
+ "Artifact_path must only contains numbers, characters, hyphen and underscore. \
+ Artifact_path must starts and ends with numbers or characters.")
+ local_dir = os.path.join(self.root, artifact_path)
+ if os.path.exists(local_dir):
+ version = len(os.listdir(local_dir)) + 1
+ else:
+ version = 1
+ artifact_path = os.path.join(artifact_path, str(version))
+ local_dir = os.path.join(local_dir, str(version))
+ os.makedirs(local_dir)
+ if model_type == "pytorch":
+ import submarine.models.pytorch
Review comment:
No. I use the function on 131 line.
##########
File path: submarine-sdk/pysubmarine/submarine/models/client.py
##########
@@ -101,6 +107,39 @@ def save_model(self,
else:
raise MlflowException("No valid type of model has been matched")
+ def save_model_submarine(self,
+ model_type,
+ model,
+ artifact_path,
+ registered_model_name=None):
+ pattern = r"[0-9A-Za-z][0-9A-Za-z-_]*[0-9A-Za-z]|[0-9A-Za-z]"
+ if not re.fullmatch(pattern, artifact_path):
+ raise Exception(
+ "Artifact_path must only contains numbers, characters, hyphen and underscore. \
+ Artifact_path must starts and ends with numbers or characters.")
+ local_dir = os.path.join(self.root, artifact_path)
+ if os.path.exists(local_dir):
+ version = len(os.listdir(local_dir)) + 1
+ else:
+ version = 1
+ artifact_path = os.path.join(artifact_path, str(version))
+ local_dir = os.path.join(local_dir, str(version))
+ os.makedirs(local_dir)
+ if model_type == "pytorch":
+ import submarine.models.pytorch
+
+ submarine.models.pytorch.save_model(model, local_dir)
+ elif model_type == "tensorflow":
+ import submarine.models.tensorflow
Review comment:
No. I use the function on 135 line.
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